{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import sys, os\n",
    "import numpy as np\n",
    "import re\n",
    "import matplotlib.pyplot as plt\n",
    "from PIL import Image\n",
    "\n",
    "def read_pfm(filename):\n",
    "    file = open(filename, 'rb')\n",
    "    color = None\n",
    "    width = None\n",
    "    height = None\n",
    "    scale = None\n",
    "    endian = None\n",
    "\n",
    "    header = file.readline().decode('utf-8').rstrip()\n",
    "    if header == 'PF':\n",
    "        color = True\n",
    "    elif header == 'Pf':\n",
    "        color = False\n",
    "    else:\n",
    "        raise Exception('Not a PFM file.')\n",
    "\n",
    "    dim_match = re.match(r'^(\\d+)\\s(\\d+)\\s$', file.readline().decode('utf-8'))\n",
    "    if dim_match:\n",
    "        width, height = map(int, dim_match.groups())\n",
    "    else:\n",
    "        raise Exception('Malformed PFM header.')\n",
    "\n",
    "    scale = float(file.readline().rstrip())\n",
    "    if scale < 0:  # little-endian\n",
    "        endian = '<'\n",
    "        scale = -scale\n",
    "    else:\n",
    "        endian = '>'  # big-endian\n",
    "\n",
    "    data = np.fromfile(file, endian + 'f')\n",
    "    shape = (height, width, 3) if color else (height, width)\n",
    "\n",
    "    data = np.reshape(data, shape)\n",
    "    data = np.flipud(data)\n",
    "    file.close()\n",
    "    return data, scale\n",
    "\n",
    "def read_depth(filename):\n",
    "    depth = read_pfm(filename)[0]\n",
    "\n",
    "    return np.array(depth, dtype=np.float32)\n",
    "\n",
    "def read_mask(filename):\n",
    "    mask = np.array(Image.open(filename), dtype=np.float32)\n",
    "\n",
    "    return mask"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "thisname = 'vis_dual_06_7test(0.3285)'\n",
    "depthname = \"00000009.pfm\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "scan1 00000009.pfm\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 864x864 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "files = os.listdir(os.path.join(thisname))\n",
    "files = list(filter(lambda x: x.startswith(\"scan\"), files))\n",
    "files.sort(key=lambda x: int(x[4:]))\n",
    "for filename in files:\n",
    "    print(filename, depthname)\n",
    "\n",
    "    depth_filename = os.path.join(thisname, filename, \"depth_est\", depthname)\n",
    "    depth = read_depth(depth_filename)\n",
    "\n",
    "    confidence_filename = os.path.join(thisname, filename, \"confidence\", depthname)\n",
    "    confidence = read_depth(confidence_filename)\n",
    "\n",
    "\n",
    "    plt.figure(figsize=(12, 12))\n",
    "    plt.subplot(1, 2, 1)\n",
    "    plt.xticks([]), plt.yticks([]), plt.axis('off')\n",
    "    plt.imshow(depth, 'viridis')\n",
    "\n",
    "    plt.subplot(1,2,2)\n",
    "    plt.xticks([]), plt.yticks([]), plt.axis('off')\n",
    "    plt.imshow(confidence, 'viridis')\n",
    "    plt.show()\n",
    "\n",
    "    break"
   ]
  }
 ],
 "metadata": {
  "interpreter": {
   "hash": "e8eb3434d6abdb17bdc6b3190e804b1a01cc19eb13e8eb026ae5707208f3a2fa"
  },
  "kernelspec": {
   "display_name": "Python 3.6.13",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.13"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
